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Xuan's Projects

pytorch-unet-2 icon pytorch-unet-2

UNet 2.0 - Pytorch implementation of the U-Net 2.0 for image semantic segmentation, with processing blocks for noisy images

pytudes icon pytudes

Python programs to practice or demonstrate skills.

quadrotor_mpc icon quadrotor_mpc

Model Predictive Control of a quadrotor for trajectory tracking.

qualia2.0 icon qualia2.0

Qualia2.0 is a deep learning framework deeply integrated with automatic differentiation and dynamic graphing with CUDA acceleration. Qualia2.0 was built from scratch with pure python3 code.

racinglmpc icon racinglmpc

Implementation of the Learning Model Predictive Controller for autonomous racing

rayen icon rayen

Imposition of Hard Convex Constraints on Neural Networks

reinforcement-learning-1 icon reinforcement-learning-1

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

retinadetector icon retinadetector

基于RetinaFace的目标检测方法,适用于人脸、缺陷、小目标、行人等

rlpyt icon rlpyt

Reinforcement Learning in PyTorch

robotics-coursework icon robotics-coursework

A curated collection of places where you can learn robotics, algorithms, and other useful tools for aspiring robotics software engineers.

ros-turtlebot-navigation icon ros-turtlebot-navigation

Custom navigation stack for Turtlebot3. Includes Fast SLAM, EKF SLAM, several path planners, and a model predictive path integral controller.

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